JD Supra

FDA rethinks need for comparative efficacy studies for certain biosimilars

The U.S. Food and Drug Administration (FDA) issued new draft guidance on October 29, 2025, proposing what it said were “major updates to ...
IEEE

Minimizing Adversarial Training Samples for Robust Image Classifiers: Analysis and Adversarial Example Generator Design

Abstract: Training deep neural networks (DNNs) with altered data, known as adversarial training, is essential for improving their robustness. A significant challenge emerges as the robustness ...